Land Cover Classification in the Deschutes River β Capitol Lake Subwatershed, WAΒΆ
IntroductionΒΆ
Land-cover classification is an important tool for natural resource management, as it impacts many other ecological functions and processes. Types of land cover have different impacts on water quality, pollution, resource availability, climate, habitat, and more (U.S. EPA, 2025). Understanding the types of land cover and how they are changing over time is important to making land use, conservation, and planning decisions. Thurston County is a growing county in the U.S. and is projected to experience major growth over the next twenty years. According to the WA Department of Ecology (n.d.), the Deschutes watershed has known water quality issues associated with development, land use, and ongoing pollution. The Deschutes watershed in Thurston County is a useful case study for land-cover classification, as it is a mixed-use watershed. Understanding land cover classification from spatial data helps to inform decisions for sustainable growth and changing land use. We can explore land cover through satellite imagery and remote sensing. This analysis applies an unsupervised machine learning algorithm (k-means clustering) to identify clusters based on spectral reflectance values and explore potential patterns in land cover types such as water, forest, urban, and agriculture.
Study AreaΒΆ
The Deschutes River originates in the Bald Hills in Lewis County, where it flows 57 miles through Thurston County to Tumwater Falls and into Capitol Lake, a managed reservoir & estuarine system in the South Puget Sound region. The Deschutes is one of the largest river systems in Thurston County and is a watershed that contains a variety of land uses, including agriculture, recreational, urban, and forest lands.
The subwatershed used for this analysis was HUC12 171100160202 (Deschutes River - Capitol Lake) from the U.S. Geological Survey National Watershed Boundary Dataset. With ongoing development in the area and projected growth of 30% by 2045 (Thurston 2045 Comprehensive Plan), this watershed is a good case study for examining land-cover classifications in the region.
MethodsΒΆ
For this analysis, cloud masking was performed to remove atmospheric interference and irregularities to ensure that accurate surface reflectance values were included. Multispectral imagery (harmonized Sentinel/Landset data) from the NASA Earth Data platform was used to get the surface reflectance values from spectral bands / wavelengths. The satellite imagery used was from June to August 2024. These raster images were then stacked to give a complete picture of surface reflectance across spectral wavelengths. These differences in surface reflectance can be used to look at land-cover classifications.
The spectral reflectance values were then used as an input feature for an unsupervised machine learning clustering algorithm, k-means. As an unsupervised model, it does not use training data input. We applied the k-means clustering algorithm from the scikit-learn library, which groups pixels based on this spectral similarity. K-means clusters the data based on a selected number of clusters. In this analysis, six clusters were used, as this was an exploratory analysis for land classification. K-means cluster values of five through eight were tested, and six was the most clear with the least amount of visual noise. Six clusters are a typical amount expected for land-cover classification. K-means classifies (without labels) the number of clusters into similar groups based on spectral similarity.
K-means is a useful tool for land-cover classification because it doesnβt require training data. Different landscape features (water, impervious surface, forest, etc.) have different reflectance signatures that can be classified without bias and directly from the data in the satellite imagery and raster dataset. We can then make determinations with background knowledge and maps from the area to make land-cover interpretations. The land-cover inferences are speculative and exploratory in nature, due to the unsupervised nature of K-means.
Data CitationsΒΆ
Masek, J., Ju, J., Roger, J.-C., Skakun, S., Vermote, E., Claverie, M., Dungan, J., Yin, Z., Freitag, B., & Justice, C. (2021). HLS Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0 [Data set]. NASA Land Processes Distributed Active Archive Center. https://doi.org/10.5067/HLS/HLSL30.002 Date Accessed: 2026-02-16
U.S. Geological Survey, 2024, National watershed boundary (HUC12) dataset for the conterminous United States, retrieved [02/16/2026], from https://data.usgs.gov/datacatalog/data/USGS:63d31e73d34e06fef1501265.
### Import libraries
# Create reproducible file paths
import os
# Serializing and unserializing objects (save objects to disk and load later)
import pickle
# Regular expressions
import re
# Give warnings
import warnings
# Project coordinate systems for spatial data and mapping
import cartopy.crs as ccrs
# Access satellite imagery through the NASA API
import earthaccess
# Spatial data analysis
import earthpy as et
# Work with vector/shapefiles
import geopandas as gpd
# Vizualization tools
import geoviews as gv
import hvplot.pandas
import hvplot.xarray
# Work with arrays
import numpy as np
# Work with tabular data
import pandas as pd
# Work with raster data
import rioxarray as rxr
import rioxarray.merge as rxrmerge
import xarray as xr
# Use progress bar
from tqdm.notebook import tqdm
from ipywidgets import IntProgress
from IPython.display import display
# Polygons
from shapely.geometry import Polygon
# Use kmeans clustering
from sklearn.cluster import KMeans
### set GDAL (Geospatial Data Abstraction Library) parameters
os.environ["GDAL_HTTP_MAX_RETRY"] = "5"
os.environ["GDAL_HTTP_RETRY_DELAY"] = "1"
### don't show non-critical warnings
warnings.simplefilter('ignore')
c:\Users\nymve\miniconda3\envs\earth-analytics-python\Lib\site-packages\earthpy\__init__.py:7: UserWarning: pkg_resources is deprecated as an API. See https://setuptools.pypa.io/en/latest/pkg_resources.html. The pkg_resources package is slated for removal as early as 2025-11-30. Refrain from using this package or pin to Setuptools<81. from pkg_resources import resource_string
Step 1b: Run the caching decoratorΒΆ
### make the caching decorator
def cached(func_key, override=False): # Add =True if wanting to rerun
"""
A decorator to cache function results
Parameters
==========
key: str
File basename used to save pickled results
override: bool
When True, re-compute even if the results are already stored
"""
def compute_and_cache_decorator(compute_function):
"""
Wrap the caching function
Parameters
==========
compute_function: function
The function to run and cache results
"""
def compute_and_cache(*args, **kwargs):
"""
Perform a computation and cache, or load cached result.
Parameters
==========
args
Positional arguments for the compute function
kwargs
Keyword arguments for the compute function
"""
### Add an identifier from the particular function call
if 'cache_key' in kwargs:
key = '_'.join((func_key, kwargs['cache_key']))
else:
key = func_key
### define a file path based on the directory structure in earthpy
path = os.path.join(
### earthpy directory
et.io.HOME,
### earthpy dataset
et.io.DATA_NAME,
### make a subdirectory called "jars"
'jars',
### use f-string (formatted string) to create a string by embedding the value
### of the variable "key" into the string
### use .pickle file extension (a pickle file is a serialized python objecT)
f'{key}.pickle')
### Check if the cache exists already or if we should override caching
if not os.path.exists(path) or override:
### Make jars directory if needed
os.makedirs(os.path.dirname(path), exist_ok=True)
### Run the compute function as the user did
result = compute_function(*args, **kwargs)
### Pickle the object (save to file)
### open the file at filename (wb - write binary)
with open(path, 'wb') as file:
### save the result without needing to recompute when loading
### it back into Python
pickle.dump(result, file)
### if the file already exists/we are not overriding the cache
else:
### Unpickle the object (load the cached result) (rb - read binary)
with open(path, 'rb') as file:
### use pickle.load to unserialize the file back into a python object
result = pickle.load(file)
return result
return compute_and_cache
return compute_and_cache_decorator
STEP 2: Study siteΒΆ
# Assign the hydrologic unit code
HUC_LEVEL = 12
# Download, unzip, and read shapefile, using cache decorator
@cached(f'wbd_17_hu{HUC_LEVEL}_gdf')
# Make a function to read in the file
def read_wbd_file(wbd_filename, cache_key=None):
# Define the URL we're pulling data from
wbd_url = (
### add base URL
"https://prd-tnm.s3.amazonaws.com/StagedProducts/Hydrography/WBD/HU12/Shape/"
# Insert the name of the specific file we want
f"{wbd_filename}.zip"
)
# Download data and unzip it into the directory
wbd_dir = et.data.get_data(url = wbd_url)
# Path to shapefile in the fir
wbd_path = os.path.join(wbd_dir,
'Shape',
f'WBDHU{HUC_LEVEL}.shp')
# Read the shp as gdf
wbd_gdf = gpd.read_file(wbd_path,
# Use pyogrio library
engine = 'pyogrio')
# Give us the gdf for the watershed boundary
return wbd_gdf
# open the shapefile using the read_wbd_file function that we created
wbd_gdf = read_wbd_file("WBD_17_HU2_Shape",
f'hu{HUC_LEVEL}')
# Look at data
wbd_gdf
| tnmid | metasource | sourcedata | sourceorig | sourcefeat | loaddate | referenceg | areaacres | areasqkm | states | ... | name | hutype | humod | tohuc | noncontrib | noncontr_1 | shape_Leng | shape_Area | ObjectID | geometry | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | {0E4E6573-8B28-4F8C-B959-694DE3A9F91C} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1148597 | 12257.36 | 49.60 | OR | ... | Rock Creek | S | NM | 170900050403 | 0.0 | 0.000000 | NaN | NaN | 1 | POLYGON ((-122.44236 44.75208, -122.44279 44.7... |
| 1 | {07FD06B3-4536-4B3D-A598-8D646D308101} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1127639,1147060 | 21300.40 | 86.20 | OR | ... | Stout Creek-North Santiam River | M | NM | 170900050602 | 0.0 | NaN | NaN | NaN | 2 | POLYGON ((-122.54082 44.83544, -122.54007 44.8... |
| 2 | {8720D0B0-BEF6-492F-B878-1B0343DB67DD} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1519865 | 17826.81 | 72.14 | CN | ... | Lower Galbraith Creek | S | NM | 170101010306 | NaN | NaN | NaN | NaN | 3 | POLYGON ((-115.22856 49.74735, -115.22856 49.7... |
| 3 | {F673354E-0002-4C26-8E80-CFA9C84F31AA} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1146937 | 15583.39 | 63.06 | OR | ... | Headwaters North Fork Crooked River | S | DD,IT,CD | 170703040308 | 0.0 | 0.000000 | NaN | NaN | 4 | POLYGON ((-120.19341 44.34757, -120.1938 44.34... |
| 4 | {546E09D7-5785-4B5B-A284-634E682D7C41} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 384804,388149 | 19147.98 | 77.49 | ID | ... | Little Deer Creek-Panther Creek | S | NM | 170602031201 | 0.0 | 0.000000 | NaN | NaN | 5 | POLYGON ((-114.22983 45.20654, -114.2297 45.20... |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 8928 | {2CEBB4FF-1A8E-4DA4-94EF-2B790B6C3117} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1162590 | 12778.53 | 51.71 | OR | ... | Corral Spring | C | NM | CLOSED BASIN | 12771.0 | 51.682449 | NaN | NaN | 8929 | POLYGON ((-121.70858 43.26795, -121.70861 43.2... |
| 8929 | {367A4656-FF42-48AB-A264-5C8B038FE546} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 374733 | 23055.80 | 93.30 | ID | ... | Rock Lakes | S | ID,GC,CD | 170402150505 | 0.0 | 0.000000 | NaN | NaN | 8930 | POLYGON ((-112.35436 44.08689, -112.35466 44.0... |
| 8930 | {076A17A9-ACFD-4833-A00B-00B72882C5BC} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 377793 | 13336.23 | 53.97 | ID | ... | Blackbird Creek | S | NM | 170602031105 | 0.0 | 0.000000 | NaN | NaN | 8931 | POLYGON ((-114.2675 45.09587, -114.2672 45.095... |
| 8931 | {67211EB6-B26C-4553-B6DF-B576BA652C5C} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1149920 | 18962.85 | 76.74 | OR | ... | Upper South Fork Alsea River | S | NM | 171002050104 | 0.0 | 0.000000 | NaN | NaN | 8932 | POLYGON ((-123.48253 44.40587, -123.48237 44.4... |
| 8932 | {B609D074-6302-43A5-A9EA-49B2E7A10681} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1141306,1151904 | 23695.41 | 95.89 | OR | ... | Dry Creek-Warm Springs River | S | NM | 170703060602 | 0.0 | 0.000000 | NaN | NaN | 8933 | POLYGON ((-121.71836 45.03733, -121.71765 45.0... |
8933 rows Γ 21 columns
### Filter the shapefile to the specific watershed we're using
# Define the gdf for the watershed by subsetting the gdf of the whole watershed dataset
deschutes_gdf = wbd_gdf[wbd_gdf[
# Filter the gdf to the row(s) with the watershe we want
# Use "dissolve" to merge the geometries of all the rows matching the target watershed
f'huc{HUC_LEVEL}'].isin(['171100160202'])].dissolve()
### check it out
deschutes_gdf
| geometry | tnmid | metasource | sourcedata | sourceorig | sourcefeat | loaddate | referenceg | areaacres | areasqkm | ... | huc12 | name | hutype | humod | tohuc | noncontrib | noncontr_1 | shape_Leng | shape_Area | ObjectID | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | POLYGON ((-122.93753 47.06808, -122.93588 47.0... | {694A30A3-78CE-48CA-9267-A52677CB0673} | {511D2AC8-11BA-45FC-AB98-F69D693D4C44} | Watershed Boundary Dataset (WBD) | Natural Resources and Conservation Service and... | None | 2024-08-15 | 1518684,1513902 | 24427.95 | 98.86 | ... | 171100160202 | Deschutes River-Capitol Lake | S | NM | 171100190900 | 0.0 | 0.0 | NaN | NaN | 163 |
1 rows Γ 21 columns
### Make a site map with satellite imagery in the background
(
# Project the delta_gdf to Mercator
deschutes_gdf.to_crs(ccrs.Mercator())
# Use hvplot
.hvplot(
# Make the watershed transparent
alpha = 0.40, fill_color = "white",
# Add satellite basemap
tiles = 'EsriImagery',
crs = ccrs.Mercator())
# Set plot size
.opts(width = 600, height = 300)
)
### Log in to earthaccess
earthaccess.login(persist = True)
<earthaccess.auth.Auth at 0x2419f7b2690>
### Search for HLS granules we want
results = earthaccess.search_data(
### Specify which dataset and spatial resolution we want
short_name = "HLSL30",
### Specify that we're using cloud data
cloud_hosted = True,
### Use the bounding box from our watershed boundary
bounding_box = tuple(deschutes_gdf.total_bounds),
### set the temporal range of the data
temporal = ("2024-06", "2024-08")
)
results
[Collection: {'EntryTitle': 'HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0'}
Spatial coverage: {'HorizontalSpatialDomain': {'Geometry': {'GPolygons': [{'Boundary': {'Points': [{'Longitude': -122.33034656, 'Latitude': 46.86374115}, {'Longitude': -121.92318169, 'Latitude': 47.84865186}, {'Longitude': -123.00026736, 'Latitude': 47.85370184}, {'Longitude': -123.00026241, 'Latitude': 46.86569987}, {'Longitude': -122.33034656, 'Latitude': 46.86374115}]}}]}}}
Temporal coverage: {'RangeDateTime': {'BeginningDateTime': '2024-06-06T19:00:55.253Z', 'EndingDateTime': '2024-06-06T19:00:55.253Z'}}
Size(MB): 110.67294883728027
Data: ['https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B06.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B10.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B01.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VAA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B03.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B07.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B04.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.Fmask.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B05.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B09.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B02.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SAA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B11.tif'],
Collection: {'EntryTitle': 'HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0'}
Spatial coverage: {'HorizontalSpatialDomain': {'Geometry': {'GPolygons': [{'Boundary': {'Points': [{'Longitude': -122.69050447, 'Latitude': 45.96513207}, {'Longitude': -122.29455827, 'Latitude': 46.95153596}, {'Longitude': -123.00026284, 'Latitude': 46.95370918}, {'Longitude': -123.00025813, 'Latitude': 45.96555115}, {'Longitude': -122.69050447, 'Latitude': 45.96513207}]}}]}}}
Temporal coverage: {'RangeDateTime': {'BeginningDateTime': '2024-06-06T19:00:55.253Z', 'EndingDateTime': '2024-06-06T19:01:19.140Z'}}
Size(MB): 65.16892051696777
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Size(MB): 177.61656188964844
Data: ['https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.SAA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B03.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B10.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B01.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B06.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B04.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.VZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.SZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.Fmask.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B11.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B09.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B02.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B07.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.B05.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TES.2024239T185525.v2.0/HLS.L30.T10TES.2024239T185525.v2.0.VAA.tif'],
Collection: {'EntryTitle': 'HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0'}
Spatial coverage: {'HorizontalSpatialDomain': {'Geometry': {'GPolygons': [{'Boundary': {'Points': [{'Longitude': -121.55985018, 'Latitude': 46.85663988}, {'Longitude': -121.53272262, 'Latitude': 47.84432505}, {'Longitude': -122.98583019, 'Latitude': 47.85316112}, {'Longitude': -123.00026715, 'Latitude': 47.81402309}, {'Longitude': -123.00026241, 'Latitude': 46.86569987}, {'Longitude': -121.55985018, 'Latitude': 46.85663988}]}}]}}}
Temporal coverage: {'RangeDateTime': {'BeginningDateTime': '2024-08-26T18:55:25.731Z', 'EndingDateTime': '2024-08-26T18:55:49.618Z'}}
Size(MB): 204.3149070739746
Data: ['https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.VZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.SAA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B09.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.VAA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B07.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B10.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.Fmask.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B03.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B02.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.SZA.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B06.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B01.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B11.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B05.tif', 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024239T185525.v2.0/HLS.L30.T10TET.2024239T185525.v2.0.B04.tif']]
Step 3b: Compile information about each granuleΒΆ
### Make a function to process all the granules from the earthaccess search
### And extract information for each granule
# Define the function
def get_earthaccess_links(results):
# Make and display a progress bar
f = IntProgress(min = 0, max = len(results), description = 'Open granules')
display(f)
# Use a regular expression to extract tile_id and bank from .tif files
url_re = re.compile(
r'\.(?P<tile_id>\w+)\.\d+T\d+\.v\d\.\d\.(?P<band>[A-Za-z0-9]+)\.tif')
# Accumulate gdf rows from each granule
link_rows = []
# Loop over granules to extract info
for granule in results:
# Locate metadata (UMM = universal metadata model)
info_dict = granule['umm']
# Pull out unique identifier for the granule
granule_id = info_dict['GranuleUR']
# Extract date/time
datetime = pd.to_datetime(
info_dict['TemporalExtent']['RangeDateTime']['BeginningDateTime']
)
# Extact boundary coordinates for granule
points = (
info_dict
['SpatialExtent']['HorizontalSpatialDomain']['Geometry']['GPolygons'][0]
['Boundary']['Points']
)
# Make polygon using coordinate points for granule
geometry = Polygon(
[(point['Longitude'],
point['Latitude']) for point in points]
)
# Get url and open granule
files = earthaccess.open([granule])
# Loop through each file in the granule
for file in files:
# Use url regular expression to get url
match = url_re.search(file.full_name)
# If match is found, append data to link_rows gdf we initialized
if match is not None:
link_rows.append(
# Makes a gdf with the granule's data and geometry
gpd.GeoDataFrame(
dict(
# Timestamp
datetime = [datetime],
# Unique ID
tile_id = [match.group('tile_id')],
# Spectral band name
band = [match.group('band')],
# url
url = [file],
geometry = [geometry]
),
# Set crs
crs ="EPSG:4326"
)
)
# Update progress bar after each granule is done
f.value += 1
# Combine into a single gdf
file_df = pd.concat(link_rows).reset_index(drop = True)
# Return the final gdf file
return file_df
granule = results[0]
granule
Data: HLS.L30.T10TET.2024158T190055.v2.0.B06.tifHLS.L30.T10TET.2024158T190055.v2.0.B10.tifHLS.L30.T10TET.2024158T190055.v2.0.B01.tifHLS.L30.T10TET.2024158T190055.v2.0.VZA.tifHLS.L30.T10TET.2024158T190055.v2.0.VAA.tifHLS.L30.T10TET.2024158T190055.v2.0.B03.tifHLS.L30.T10TET.2024158T190055.v2.0.B07.tifHLS.L30.T10TET.2024158T190055.v2.0.B04.tifHLS.L30.T10TET.2024158T190055.v2.0.Fmask.tifHLS.L30.T10TET.2024158T190055.v2.0.B05.tifHLS.L30.T10TET.2024158T190055.v2.0.B09.tifHLS.L30.T10TET.2024158T190055.v2.0.SZA.tifHLS.L30.T10TET.2024158T190055.v2.0.B02.tifHLS.L30.T10TET.2024158T190055.v2.0.SAA.tifHLS.L30.T10TET.2024158T190055.v2.0.B11.tif
Size: 110.67 MB
Cloud Hosted: True
info_dict = granule['umm']
info_dict
{'TemporalExtent': {'RangeDateTime': {'BeginningDateTime': '2024-06-06T19:00:55.253Z',
'EndingDateTime': '2024-06-06T19:00:55.253Z'}},
'GranuleUR': 'HLS.L30.T10TET.2024158T190055.v2.0',
'AdditionalAttributes': [{'Name': 'LANDSAT_PRODUCT_ID',
'Values': ['LC08_L1TP_047027_20240606_20240606_02_RT']},
{'Name': 'CLOUD_COVERAGE', 'Values': ['6']},
{'Name': 'MGRS_TILE_ID', 'Values': ['10TET']},
{'Name': 'SPATIAL_COVERAGE', 'Values': ['60']},
{'Name': 'SPATIAL_RESOLUTION', 'Values': ['30.0']},
{'Name': 'SPATIAL_RESAMPLING_ALG', 'Values': ['Cubic Convolution']},
{'Name': 'HLS_PROCESSING_TIME', 'Values': ['2024-06-25T18:12:32Z']},
{'Name': 'SENSING_TIME', 'Values': ['2024-06-06T19:00:55.2536540Z']},
{'Name': 'HORIZONTAL_CS_NAME', 'Values': ['UTM, WGS84, UTM ZONE 10']},
{'Name': 'ULX', 'Values': ['499980.0']},
{'Name': 'ULY', 'Values': ['5300040.0']},
{'Name': 'ADD_OFFSET', 'Values': ['0']},
{'Name': 'REF_SCALE_FACTOR', 'Values': ['0.0001']},
{'Name': 'THERM_SCALE_FACTOR', 'Values': ['0.01']},
{'Name': 'ANG_SCALE_FACTOR', 'Values': ['0.01']},
{'Name': 'FILLVALUE', 'Values': ['-9999']},
{'Name': 'QA_FILLVALUE', 'Values': ['255']},
{'Name': 'NCOLS', 'Values': ['3660']},
{'Name': 'NROWS', 'Values': ['3660']},
{'Name': 'MEAN_SUN_AZIMUTH_ANGLE', 'Values': ['145.07391511']},
{'Name': 'MEAN_SUN_ZENITH_ANGLE', 'Values': ['28.17015973']},
{'Name': 'MEAN_VIEW_AZIMUTH_ANGLE', 'Values': ['281.71740559']},
{'Name': 'MEAN_VIEW_ZENITH_ANGLE', 'Values': ['5.48908053']},
{'Name': 'NBAR_SOLAR_ZENITH', 'Values': ['27.56970866']},
{'Name': 'ACCODE', 'Values': ['LaSRC v3.5.1']},
{'Name': 'TIRS_SSM_MODEL', 'Values': ['PRELIMINARY']},
{'Name': 'TIRS_SSM_POSITION_STATUS', 'Values': ['ESTIMATED']},
{'Name': 'USGS_SOFTWARE', 'Values': ['LPGS_16.4.0']},
{'Name': 'IDENTIFIER_PRODUCT_DOI', 'Values': ['10.5067/HLS/HLSL30.002']},
{'Name': 'IDENTIFIER_PRODUCT_DOI_AUTHORITY', 'Values': ['https://doi.org']}],
'SpatialExtent': {'HorizontalSpatialDomain': {'Geometry': {'GPolygons': [{'Boundary': {'Points': [{'Longitude': -122.33034656,
'Latitude': 46.86374115},
{'Longitude': -121.92318169, 'Latitude': 47.84865186},
{'Longitude': -123.00026736, 'Latitude': 47.85370184},
{'Longitude': -123.00026241, 'Latitude': 46.86569987},
{'Longitude': -122.33034656, 'Latitude': 46.86374115}]}}]}}},
'ProviderDates': [{'Date': '2024-06-25T18:14:02.309Z', 'Type': 'Insert'},
{'Date': '2024-06-25T18:14:02.309Z', 'Type': 'Update'}],
'CollectionReference': {'EntryTitle': 'HLS Landsat Operational Land Imager Surface Reflectance and TOA Brightness Daily Global 30m v2.0'},
'RelatedUrls': [{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B06.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B06.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B06.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B10.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B10.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B10.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B01.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B01.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B01.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VZA.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.VZA.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VZA.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VAA.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.VAA.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.VAA.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B03.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B03.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B03.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B07.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B07.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B07.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B04.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B04.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B04.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.Fmask.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.Fmask.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.Fmask.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B05.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B05.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B05.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B09.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B09.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B09.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SZA.tif',
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{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SZA.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B02.tif',
'Type': 'GET DATA',
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{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B02.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SAA.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.SAA.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.SAA.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B11.tif',
'Type': 'GET DATA',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.B11.tif'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.B11.tif',
'Type': 'GET DATA VIA DIRECT ACCESS',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-public/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0_stac.json',
'Type': 'VIEW RELATED INFORMATION',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0_stac.json'},
{'URL': 's3://lp-prod-public/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0_stac.json',
'Type': 'VIEW RELATED INFORMATION',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.cmr.xml',
'Type': 'VIEW RELATED INFORMATION',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.cmr.xml'},
{'URL': 's3://lp-prod-protected/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.cmr.xml',
'Type': 'VIEW RELATED INFORMATION',
'Description': 'This link provides direct download access via S3 to the granule'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/s3credentials',
'Type': 'VIEW RELATED INFORMATION',
'Description': 'api endpoint to retrieve temporary credentials valid for same-region direct s3 access'},
{'URL': 'https://data.lpdaac.earthdatacloud.nasa.gov/lp-prod-public/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.jpg',
'Type': 'GET RELATED VISUALIZATION',
'Description': 'Download HLS.L30.T10TET.2024158T190055.v2.0.jpg'},
{'URL': 's3://lp-prod-public/HLSL30.020/HLS.L30.T10TET.2024158T190055.v2.0/HLS.L30.T10TET.2024158T190055.v2.0.jpg',
'Type': 'GET RELATED VISUALIZATION',
'Description': 'This link provides direct download access via S3 to the granule'}],
'DataGranule': {'DayNightFlag': 'Day',
'Identifiers': [{'Identifier': 'HLS.L30.T10TET.2024158T190055',
'IdentifierType': 'ProducerGranuleId'}],
'ProductionDateTime': '2024-06-25T18:12:32.000Z',
'ArchiveAndDistributionInformation': [{'Name': 'Not provided',
'SizeInBytes': 116048998,
'SizeUnit': 'MB'}]},
'Platforms': [{'ShortName': 'LANDSAT-8',
'Instruments': [{'ShortName': 'OLI'}]}],
'MetadataSpecification': {'URL': 'https://cdn.earthdata.nasa.gov/umm/granule/v1.6.6',
'Name': 'UMM-G',
'Version': '1.6.6'}}
### Run the function to get granule search results
file_df = get_earthaccess_links(results)
# Check to make sure its a geodataframe
type(file_df)
geopandas.geodataframe.GeoDataFrame
Step 3c: Open, crop, and mask dataΒΆ
### Apply cached decorator to function
@cached('deschutes_reflectance_da_df')
# Write function that computes reflectance data using
# Search results (df of urls) and watershed boundary
def compute_reflectance_da(search_results, boundary_gdf):
"""Connect to files using VSI, crop them, apply a cloud mask, and wrangle
Return a single reflectance Dataframe with bands as columns
and centroid coordinates and dattime as the index
Parameters
==========
search_results:list
Search result links to the files (urls)
boundary_gdf: gpd.GeoDataFrame
Boundary used to crop the data
"""
# Write a function to open raster from url, apply scale factor, and crop and mask data
def open_dataarray(url, boundary_proj_gdf, scale = 1, masked = True):
# Open raster data
da = rxr.open_rasterio(url, masked = masked).squeeze() * scale
# Reproject the boundary needed to match the raster crs
if boundary_proj_gdf is None:
boundary_proj_gdf = boundary_gdf.to_crs(da.rio.crs)
# Crop the raster to the bounding box
cropped = da.rio.clip_box(*boundary_proj_gdf.total_bounds)
# Return the cropped image of that tile
return cropped
# Write function to apply a cloud mask
def compute_quality_mask(da, mask_bits = [1, 2, 3]):
"""Mask out low quality data by bit"""
# Unpack the bits to a new axis
bits = (
# Unpack each number into individual bits
np.unpackbits(
# Convert to 8-bit unsigned integrer format
da.astype(np.uint8),
# Set the order of the bits
bitorder = "little"
# Reshampe to match original data with an extra dimension for the bits
).reshape(da.shape +(-1, ))
)
# Grab bits we want and check if their flagged
mask = np.prod(
# Open bits
bits[
...,
mask_bits] == 0,
axis = -1)
# Return the mask
return mask
# Grab metadata
file_df = get_earthaccess_links(search_results)
# Store results for each granule
granule_da_rows = []
# Store projected boundary
boundary_proj_gdf = None
# Group the data by each granule
group_iter = file_df.groupby(
# Datetime and tile_id
['datetime', 'tile_id'])
# loop through each image and its metadata
for (datetime, tile_id), granule_df in tqdm(group_iter):
# Print status bar
print(f'Processing granule {tile_id} {datetime}')
# Find each granule's cloud mask file (fmask) url
cloud_mask_url = (
granule_df.loc[granule_df.band == 'Fmask', 'url']
.values[0])
# Open granule cloud cover
cloud_masked_cropped_da = open_dataarray(cloud_mask_url, boundary_proj_gdf, scale = 1, masked = False)
# Compute the cloud mask
cloud_mask = compute_quality_mask(cloud_masked_cropped_da)
# Loop through each spectral band to open, crop, and mask the band
da_list = []
df_list = []
# Lop through each band in the granule
for i, row in granule_df.iterrows():
# Only loop through the spectral bands
if row.band.startswith('B'):
# Open band's raster and scale to reflectance
band_cropped = open_dataarray(
row.url, boundary_proj_gdf, scale = 0.0001)
# Name the raster by the band
band_cropped.name = row.band
# Apply the cloud mask to the raster
row['da'] = band_cropped.where(cloud_mask)
# Append the row to the granule_da_rows
granule_da_rows.append(row.to_frame().T)
# Reassemble the metadata df
return pd.concat(granule_da_rows)
### apply the function
reflectance_da_df = compute_reflectance_da(results, deschutes_gdf)
# Check out the dataframe
reflectance_da_df
| datetime | tile_id | band | url | geometry | da | |
|---|---|---|---|---|---|---|
| 47 | 2024-06-06 19:00:55.253000+00:00 | T10TDS | B10 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-124.29100013 45.95825869, -122.8740... | [[<xarray.DataArray 'B10' ()> Size: 4B\narray(... |
| 48 | 2024-06-06 19:00:55.253000+00:00 | T10TDS | B05 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-124.29100013 45.95825869, -122.8740... | [[<xarray.DataArray 'B05' ()> Size: 4B\narray(... |
| 49 | 2024-06-06 19:00:55.253000+00:00 | T10TDS | B09 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-124.29100013 45.95825869, -122.8740... | [[<xarray.DataArray 'B09' ()> Size: 4B\narray(... |
| 50 | 2024-06-06 19:00:55.253000+00:00 | T10TDS | B01 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-124.29100013 45.95825869, -122.8740... | [[<xarray.DataArray 'B01' ()> Size: 4B\narray(... |
| 51 | 2024-06-06 19:00:55.253000+00:00 | T10TDS | B02 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-124.29100013 45.95825869, -122.8740... | [[<xarray.DataArray 'B02' ()> Size: 4B\narray(... |
| ... | ... | ... | ... | ... | ... | ... |
| 1315 | 2024-08-26 18:55:25.731000+00:00 | T10TET | B06 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-121.55985018 46.85663988, -121.5327... | [[<xarray.DataArray 'B06' ()> Size: 4B\narray(... |
| 1316 | 2024-08-26 18:55:25.731000+00:00 | T10TET | B01 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-121.55985018 46.85663988, -121.5327... | [[<xarray.DataArray 'B01' ()> Size: 4B\narray(... |
| 1317 | 2024-08-26 18:55:25.731000+00:00 | T10TET | B11 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-121.55985018 46.85663988, -121.5327... | [[<xarray.DataArray 'B11' ()> Size: 4B\narray(... |
| 1318 | 2024-08-26 18:55:25.731000+00:00 | T10TET | B05 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-121.55985018 46.85663988, -121.5327... | [[<xarray.DataArray 'B05' ()> Size: 4B\narray(... |
| 1319 | 2024-08-26 18:55:25.731000+00:00 | T10TET | B04 | <File-like object HTTPFileSystem, https://data... | POLYGON ((-121.55985018 46.85663988, -121.5327... | [[<xarray.DataArray 'B04' ()> Size: 4B\narray(... |
880 rows Γ 6 columns
Step 3d: Merge and Composite DataΒΆ
### Apply cache decorator
@cached('deschutes_reflectance_da')
# Create a function to merge and composite reflectance data from multiple granules
# End result: single, composite reflectance image for each spectral band
def merge_and_composite_arrays(granule_da_df):
# Initialize a list to store composites after procesing
da_list = []
### loop over each spectral band
for band, band_df in granule_da_df.groupby('band'):
# List for storing merged data arrays (one per date)
merged_das = []
# Loop over date/time of image acquisition and merge granules for each date
for dataetime, date_df in band_df.groupby('datetime'):
# Merge granules for each date
merged_da = rxrmerge.merge_arrays(list(date_df.da))
# Mask negative values (could be no data or invalid data)
merged_da = merged_da.where(merged_da > 0)
# Append to merged_das list we initialized
merged_das.append(merged_da)
# Composite images across dates
composite_da = xr.concat(merged_das,
# Make a datetime dimension
# Calculate median value across the dateimtes for the pixel
dim = 'datetime').median('datetime')
# Assign band number to attribute of composite data array
composite_da['band'] = int(band[1:])
# Name the composite data array
composite_da.name = 'reflectance'
# Add processed and composite data array to lsit
da_list.append(composite_da)
# Concatenates composite data arrays for each band along band dimension
return xr.concat(da_list, dim = 'band')
# Call function to get final composite reflectance data
reflectance_da = merge_and_composite_arrays(reflectance_da_df)
# Check out the data array
reflectance_da
<xarray.DataArray 'reflectance' (band: 10, y: 491, x: 561)> Size: 11MB
array([[[0.0151 , 0.0165 , 0.0159 , ..., 0.0497 ,
0.0528 , 0.0526 ],
[0.0158 , 0.017 , 0.0168 , ..., 0.056 ,
0.0624 , 0.0523 ],
[0.0163 , 0.0175 , 0.0181 , ..., 0.0606 ,
0.0597 , 0.0473 ],
...,
[0.0356 , 0.0546 , 0.0319 , ..., 0.0083 ,
0.0087 , 0.0099 ],
[0.0263 , 0.0487 , 0.0327 , ..., 0.0096 ,
0.0096 , 0.0097 ],
[0.0222 , 0.0229 , 0.0201 , ..., 0.0093 ,
0.0083 , 0.0081 ]],
[[0.0146 , 0.0159 , 0.0158 , ..., 0.0654 ,
0.0672 , 0.0657 ],
[0.0148 , 0.0165 , 0.0167 , ..., 0.0696 ,
0.0737 , 0.0618 ],
[0.0152 , 0.0175 , 0.0181 , ..., 0.07169999,
0.0702 , 0.057 ],
...
[0.269 , 0.26369998, 0.252 , ..., 0.1988 ,
0.19849999, 0.19829999],
[0.25779998, 0.2543 , 0.2446 , ..., 0.1978 ,
0.1973 , 0.19669999],
[0.2438 , 0.2417 , 0.2356 , ..., 0.19669999,
0.1962 , 0.19559999]],
[[0.1978 , 0.19739999, 0.19749999, ..., 0.2954 ,
0.2956 , 0.2959 ],
[0.1964 , 0.1955 , 0.1961 , ..., 0.3074 ,
0.3065 , 0.305 ],
[0.1953 , 0.1938 , 0.19469999, ..., 0.30855 ,
0.3118 , 0.3109 ],
...,
[0.2434 , 0.239 , 0.23249999, ..., 0.1919 ,
0.1918 , 0.1918 ],
[0.23279999, 0.23099999, 0.2263 , ..., 0.19119999,
0.1906 , 0.1901 ],
[0.22309999, 0.2223 , 0.2191 , ..., 0.19039999,
0.1894 , 0.18859999]]], shape=(10, 491, 561), dtype=float32)
Coordinates:
* band (band) int64 80B 1 2 3 4 5 6 7 9 10 11
* y (y) float64 4kB 5.213e+06 5.213e+06 ... 5.198e+06 5.198e+06
* x (x) float64 4kB 5.019e+05 5.019e+05 ... 5.187e+05 5.187e+05
spatial_ref int64 8B 0STEP 4: K-means clusteringΒΆ
### Convert spectral DataArray to a tidy DataFrame
model_df = (reflectance_da
# Flatten the array into a long dataframe
.to_dataframe()
# Select the reflectance column
.reflectance
# Make the table wide: each row will be pixel location
# And each column is a spectral band with the reflectance value
.unstack('band')
)
# Check dataframe
model_df
| band | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 9 | 10 | 11 | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| y | x | ||||||||||
| 5212725.0 | 501915.0 | 0.0151 | 0.0146 | 0.0279 | 0.0156 | 0.1930 | 0.0681 | 0.0270 | 0.0009 | 0.2104 | 0.1978 |
| 501945.0 | 0.0165 | 0.0159 | 0.0314 | 0.0162 | 0.2213 | 0.0787 | 0.0312 | 0.0009 | 0.2123 | 0.1974 | |
| 501975.0 | 0.0159 | 0.0158 | 0.0313 | 0.0163 | 0.2185 | 0.0803 | 0.0304 | 0.0009 | 0.2147 | 0.1975 | |
| 502005.0 | 0.0165 | 0.0158 | 0.0293 | 0.0158 | 0.2173 | 0.0740 | 0.0299 | 0.0010 | 0.2170 | 0.2017 | |
| 502035.0 | 0.0168 | 0.0157 | 0.0346 | 0.0211 | 0.2444 | 0.0989 | 0.0435 | 0.0008 | 0.2184 | 0.2050 | |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5198025.0 | 518595.0 | 0.0093 | 0.0123 | 0.0311 | 0.0175 | 0.2348 | 0.0838 | 0.0350 | 0.0009 | 0.1969 | 0.1916 |
| 518625.0 | 0.0094 | 0.0122 | 0.0318 | 0.0184 | 0.2515 | 0.0904 | 0.0368 | 0.0009 | 0.1969 | 0.1911 | |
| 518655.0 | 0.0093 | 0.0114 | 0.0301 | 0.0179 | 0.2413 | 0.0878 | 0.0350 | 0.0008 | 0.1967 | 0.1904 | |
| 518685.0 | 0.0083 | 0.0111 | 0.0282 | 0.0162 | 0.2115 | 0.0768 | 0.0320 | 0.0009 | 0.1962 | 0.1894 | |
| 518715.0 | 0.0081 | 0.0104 | 0.0270 | 0.0148 | 0.2052 | 0.0730 | 0.0318 | 0.0010 | 0.1956 | 0.1886 |
275451 rows Γ 10 columns
# Filter out rows with no data
model_df = model_df.drop(columns = [10,11]).dropna()
# Check the dataframe without NaN
model_df
| band | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 9 | |
|---|---|---|---|---|---|---|---|---|---|
| y | x | ||||||||
| 5212725.0 | 501915.0 | 0.0151 | 0.0146 | 0.0279 | 0.0156 | 0.1930 | 0.0681 | 0.0270 | 0.0009 |
| 501945.0 | 0.0165 | 0.0159 | 0.0314 | 0.0162 | 0.2213 | 0.0787 | 0.0312 | 0.0009 | |
| 501975.0 | 0.0159 | 0.0158 | 0.0313 | 0.0163 | 0.2185 | 0.0803 | 0.0304 | 0.0009 | |
| 502005.0 | 0.0165 | 0.0158 | 0.0293 | 0.0158 | 0.2173 | 0.0740 | 0.0299 | 0.0010 | |
| 502035.0 | 0.0168 | 0.0157 | 0.0346 | 0.0211 | 0.2444 | 0.0989 | 0.0435 | 0.0008 | |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5198025.0 | 518595.0 | 0.0093 | 0.0123 | 0.0311 | 0.0175 | 0.2348 | 0.0838 | 0.0350 | 0.0009 |
| 518625.0 | 0.0094 | 0.0122 | 0.0318 | 0.0184 | 0.2515 | 0.0904 | 0.0368 | 0.0009 | |
| 518655.0 | 0.0093 | 0.0114 | 0.0301 | 0.0179 | 0.2413 | 0.0878 | 0.0350 | 0.0008 | |
| 518685.0 | 0.0083 | 0.0111 | 0.0282 | 0.0162 | 0.2115 | 0.0768 | 0.0320 | 0.0009 | |
| 518715.0 | 0.0081 | 0.0104 | 0.0270 | 0.0148 | 0.2052 | 0.0730 | 0.0318 | 0.0010 |
275357 rows Γ 8 columns
# Check the data mins and max
min_values = model_df.min()
max_values = model_df.max()
# Print min/max values
print(min_values)
print(max_values)
band 1 0.0002 2 0.0003 3 0.0021 4 0.0001 5 0.0001 6 0.0002 7 0.0002 9 0.0005 dtype: float32 band 1 0.6302 2 0.6953 3 0.7493 4 0.8170 5 0.8450 6 0.9424 7 0.9538 9 0.0016 dtype: float32
Now we're reading to fit the k-means clustering model. We can run the fit and prediction functions at the same time because we don't have target data.
# Initialize k-means model
k_means = KMeans(n_clusters = 6)
# Fit model and predict
prediction = k_means.fit_predict(model_df.values)
# Add the predicted values back to the model dataframe
model_df['clusters'] = prediction
model_df
| band | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 9 | clusters | |
|---|---|---|---|---|---|---|---|---|---|---|
| y | x | |||||||||
| 5212725.0 | 501915.0 | 0.0151 | 0.0146 | 0.0279 | 0.0156 | 0.1930 | 0.0681 | 0.0270 | 0.0009 | 5 |
| 501945.0 | 0.0165 | 0.0159 | 0.0314 | 0.0162 | 0.2213 | 0.0787 | 0.0312 | 0.0009 | 5 | |
| 501975.0 | 0.0159 | 0.0158 | 0.0313 | 0.0163 | 0.2185 | 0.0803 | 0.0304 | 0.0009 | 5 | |
| 502005.0 | 0.0165 | 0.0158 | 0.0293 | 0.0158 | 0.2173 | 0.0740 | 0.0299 | 0.0010 | 5 | |
| 502035.0 | 0.0168 | 0.0157 | 0.0346 | 0.0211 | 0.2444 | 0.0989 | 0.0435 | 0.0008 | 5 | |
| ... | ... | ... | ... | ... | ... | ... | ... | ... | ... | ... |
| 5198025.0 | 518595.0 | 0.0093 | 0.0123 | 0.0311 | 0.0175 | 0.2348 | 0.0838 | 0.0350 | 0.0009 | 5 |
| 518625.0 | 0.0094 | 0.0122 | 0.0318 | 0.0184 | 0.2515 | 0.0904 | 0.0368 | 0.0009 | 5 | |
| 518655.0 | 0.0093 | 0.0114 | 0.0301 | 0.0179 | 0.2413 | 0.0878 | 0.0350 | 0.0008 | 5 | |
| 518685.0 | 0.0083 | 0.0111 | 0.0282 | 0.0162 | 0.2115 | 0.0768 | 0.0320 | 0.0009 | 5 | |
| 518715.0 | 0.0081 | 0.0104 | 0.0270 | 0.0148 | 0.2052 | 0.0730 | 0.0318 | 0.0010 | 5 |
275357 rows Γ 9 columns
STEP 5: PlotΒΆ
# Make data array with bands to use for rgb: red, green, and blue
rgb = reflectance_da.sel(band = [4, 3, 2])
# Plot rbg
(
rgb.hvplot.rgb(y = 'y',
x = 'x',
bands = 'band',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
# Stretch values
rgb_uint8 = (rgb * 255).astype(np.uint8).where(rgb != np.nan)
# Look at values
rgb_uint8
<xarray.DataArray 'reflectance' (band: 3, y: 491, x: 561)> Size: 3MB
array([[[ 3., 4., 4., ..., 35., 34., 31.],
[ 3., 4., 4., ..., 33., 32., 27.],
[ 4., 4., 4., ..., 30., 29., 28.],
...,
[16., 25., 12., ..., 4., 4., 4.],
[14., 24., 14., ..., 4., 4., 4.],
[ 9., 11., 7., ..., 4., 4., 3.]],
[[ 7., 8., 7., ..., 25., 26., 23.],
[ 7., 8., 8., ..., 26., 25., 21.],
[ 7., 8., 8., ..., 24., 24., 20.],
...,
[18., 23., 16., ..., 7., 7., 8.],
[16., 22., 15., ..., 8., 8., 8.],
[12., 13., 11., ..., 7., 7., 6.]],
[[ 3., 4., 4., ..., 16., 17., 16.],
[ 3., 4., 4., ..., 17., 18., 15.],
[ 3., 4., 4., ..., 18., 17., 14.],
...,
[10., 16., 9., ..., 2., 2., 3.],
[ 9., 15., 9., ..., 3., 3., 3.],
[ 6., 6., 5., ..., 2., 2., 2.]]],
shape=(3, 491, 561), dtype=float32)
Coordinates:
* band (band) int64 24B 4 3 2
* y (y) float64 4kB 5.213e+06 5.213e+06 ... 5.198e+06 5.198e+06
* x (x) float64 4kB 5.019e+05 5.019e+05 ... 5.187e+05 5.187e+05
spatial_ref int64 8B 0# Plot rbg from 0-255
(
rgb_uint8.hvplot.rgb(y = 'y',
x = 'x',
bands = 'band',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
# Enhance brightness
rgb_uint8_bright = rgb_uint8 * 10
# Look at values
rgb_uint8_bright
<xarray.DataArray 'reflectance' (band: 3, y: 491, x: 561)> Size: 3MB
array([[[ 30., 40., 40., ..., 350., 340., 310.],
[ 30., 40., 40., ..., 330., 320., 270.],
[ 40., 40., 40., ..., 300., 290., 280.],
...,
[160., 250., 120., ..., 40., 40., 40.],
[140., 240., 140., ..., 40., 40., 40.],
[ 90., 110., 70., ..., 40., 40., 30.]],
[[ 70., 80., 70., ..., 250., 260., 230.],
[ 70., 80., 80., ..., 260., 250., 210.],
[ 70., 80., 80., ..., 240., 240., 200.],
...,
[180., 230., 160., ..., 70., 70., 80.],
[160., 220., 150., ..., 80., 80., 80.],
[120., 130., 110., ..., 70., 70., 60.]],
[[ 30., 40., 40., ..., 160., 170., 160.],
[ 30., 40., 40., ..., 170., 180., 150.],
[ 30., 40., 40., ..., 180., 170., 140.],
...,
[100., 160., 90., ..., 20., 20., 30.],
[ 90., 150., 90., ..., 30., 30., 30.],
[ 60., 60., 50., ..., 20., 20., 20.]]],
shape=(3, 491, 561), dtype=float32)
Coordinates:
* band (band) int64 24B 4 3 2
* y (y) float64 4kB 5.213e+06 5.213e+06 ... 5.198e+06 5.198e+06
* x (x) float64 4kB 5.019e+05 5.019e+05 ... 5.187e+05 5.187e+05
spatial_ref int64 8B 0# Plot brighter rgb
(
rgb_uint8_bright.hvplot.rgb(y = 'y',
x = 'x',
bands = 'band',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
WARNING:param.RGBPlot01979: Clipping input data to the valid range for RGB data ([0..1] for floats or [0..255] for integers).
# Cap saturation
rgb_sat = rgb_uint8_bright.where(rgb_uint8_bright < 255, 255)
# Replot saturated aspect
(
rgb_sat.hvplot.rgb(y = 'y',
x = 'x',
bands = 'band',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
# Plot the clusters from kmeans
(
model_df.clusters.to_xarray().hvplot(
x = 'x',
y = 'y',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
# Plot the clusters from kmeans, deal with sorting
(
model_df.clusters.to_xarray().sortby(['x', 'y']).hvplot(
x = 'x',
y = 'y',
data_aspect = 1,
xaxis = None,
yaxis = None)
)
### plot the k-means clusters
(
rgb_sat.hvplot.rgb(y = 'y',
x = 'x',
bands = 'band',
data_aspect = 1,
xaxis = None,
yaxis = None,
title = 'True Color Reflectance Composite (RGB)')
+
model_df.clusters.to_xarray().sortby(['x', 'y']).hvplot(
cmap="Colorblind", aspect='equal', title = 'Spectral Reflectance Clusters (K-Means)', data_aspect = 1)
)
K-Means Land Cover Classification in Deschutes River - Capitol Lake Watershed in Summer 2024ΒΆ
The comparison between the true color RGB image (left) and the k-means spectral reflectance clusters (right) used unsupervised machine learning to explore land-cover classification in the Deschutes River-Capitol Lake watershed. The Deschutes River watershed, and particularly the subwatershed (HUC12 171100160202) that drains into Capitol Lake, is projected to experience significant population growth over the next 20 years. The watershed is already vulnerable to pollution and experiences water quality issues in parameters such as dissolved oxygen, pH, water temperature, fecal coliform, and sediment. Understanding land covers in the area is important for making informed decisions about land use to support watershed management and sustainable growth. The above k-means analysis clustered pixels with similar reflectance values to explore the land cover classifications.
In this geographic area, land covers could potentially include water, wetlands, urban / impervious, agriculture / vegetation, bare soil, and dense forest. While we cannot know the different land covers with certainty, as k-means does not label clusters, the clusters observed in the the k-means analysis do support these classifications. When compared with true color RGB, it does appear to classify different land covers based on their spectral bands accurately. The clusters in the k-means image, cluster 3 is mostly likely open water, cluster 4 could be urban development and impervious surfaces such as roads, cluster 5 aligns with dense forested areas, cluster 2 appears as mixed use vegetation such as agriculture or greenspace, and cluster 1 as additional development. This data analysis was exploratory to look at the surface reflectance data to observe land cover patterns. Land cover classification from satellite imagery is helpful for informing decisions on natural resources management. Future analyses could add additional environmental datasets to refine the clustering, or track temporal changes in clustering over time.
Citations
Deschutes River and tributaries - Washington State Department of Ecology. (n.d.). https://ecology.wa.gov/water-shorelines/water-quality/water-improvement/total-maximum-daily-load-process/directory-of-improvement-projects/deschutes-river-and-tributaries#:~:text=The%20Deschutes%20River%20is%20under,process%20to%20address%20these%20problems
Land Cover - US EPA. (2025, June 17). US EPA. https://www.epa.gov/report-environment/land-cover#:~:text=The%20EPA%20uses%20land%20cover%20information%20for,Human%20activities%2C%20such%20as:%20*%20Population%20change
